My reasonably updated list of Publications:
, 2015. Restricted default theories: Expressive power and outlier detection tasks Theoretical Computer Science 564(C):107-130
, 2014. Accelerating outlier detection with intra- and inter-node parallelism Proceedings of the 2014 International Conference on High Performance Computing and Simulation, HPCS 2014.
, 2014. Exploiting domain knowledge to detect outliers Data Mining and Knowledge Discovery 28(2):519-568
, 2014. On the tractability of minimal model computation for some CNF theories Artificial Intelligence 210(1):56-77
, 2013. Discovering characterizations of the behavior of anomalous subpopulations IEEE Transactions on Knowledge and Data Engineering 25(6):1280-1292
, 2013. Distributed strategies for mining outliers in large data sets IEEE Transactions on Knowledge and Data Engineering 25(7):1520-1532
, 2013. Fast outlier detection using a GPU Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013.
, 2013. Outlier detection with arbitrary probability functions Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8249 LNAI:421-432
, 2013. Nearest neighbor-based classification of uncertain data ACM Transactions on Knowledge Discovery from Data 7.
, 2013. Principal directions-based pivot placement Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8199 LNCS:85-90
, 2012. Prototype-based domain description for one-class classification IEEE Transactions on Pattern Analysis and Machine Intelligence 34(6):1131-1144
, 2010. Detection of discriminating rules ICAART 2010 - 2nd International Conference on Agents and Artificial Intelligence, Proceedings 1:169-177
, 2010. Detecting and repairing anomalous evolutions in noisy environments: Logic programming formalization and complexity results Annals of Mathematics and Artificial Intelligence 60(3):179-228
, 2010. A distributed approach to detect outliers in very large data sets Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6271 LNCS(PART 1):329-340
, 2010. Effectively monitoring RFID based systems Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6295 LNCS:31-45
, 2010. Distance-based outlier queries in data streams: The novel task and algorithms Data Mining and Knowledge Discovery 20(2):290-324
, 2010. Smart: Simple monitoring enterprise activities by RFID tags CEUR Workshop Proceedings 592.
, 2010. Scaling up support vector machines using nearest neighbor condensation IEEE Transactions on Neural Networks 21(2):351-357
, 2010. Outlier detection for simple default theories Artificial Intelligence 174(15):1247-1253
, 2010. Finding distance-based outliers in subspaces through both positive and negative examples ICAART 2010 - 2nd International Conference on Agents and Artificial Intelligence, Proceedings 1:5-10
, 2009. Detecting outlying properties of exceptional objects ACM Transactions on Database Systems 34.
, 2009. Outlier detection using inductive logic programming Proceedings - IEEE International Conference on Data Mining, ICDM.
, 2009. DOLPHIN: An efficient algorithm for mining distance-based outliers in very large datasets ACM Transactions on Knowledge Discovery from Data 3.
, 2008. An efficient method for outlier detection (extended abstract) SEBD 2008 - Proceedings of the 16th Italian Symposium on Advanced Database Systems.
, 2008. An unsupervised outlier detection approach for cleaning string data entries (Extended abstract) SEBD 2008 - Proceedings of the 16th Italian Symposium on Advanced Database Systems.
, 2008. A Grid-based architecture for nearest neighbor based condensation of huge datasets High Performance Distributed Computing - Proceedings of the 3rd International Workshop on Use of P2P, Grid and Agents for the Development of Content Networks 2008, UPGRADE'08.
, 2008. Outlier detection using default reasoning Artificial Intelligence 172(16-17):1837-1872
, 2008. Optimal subset selection for classification through SAT encodings IFIP International Federation for Information Processing 276:309-318
, 2008. Random walk biclustering for microarray data Information Sciences 178(6):1479-1497
, 2007. Distributed nearest neighbor-based condensation of very large data sets IEEE Transactions on Knowledge and Data Engineering 19(12):1593-1606
, 2007. Condensed nearest neighbor data domain description IEEE Transactions on Pattern Analysis and Machine Intelligence 29(10):1746-1758
, 2007. Efficient distributed data condensation for nearest neighbor classification Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4641 LNCS:338-347
, 2007. Detecting distance-based outliers in streams of data International Conference on Information and Knowledge Management, Proceedings.
, 2007. Outlier detection by logic programming ACM Transactions on Computational Logic 9.
, 2007. Fast nearest neighbor condensation for large data sets classification IEEE Transactions on Knowledge and Data Engineering 19(11):1450-1464
, 2007. Very efficient mining of distance-based outliers International Conference on Information and Knowledge Management, Proceedings.
, 2007. The LP-OD system: Logic programming meets outlier detection Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4483 LNAI:254-259
, 2007. Protein data condensation for effective quaternary structure classification Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4881 LNCS:810-820
, 2006. A greedy search approach to co-clustering sparse binary matrices Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI.
, 2006. A method for the detection of unexpected properties | Un metodo per la scoperta di proprietĂ inattese SEBD 2006 - Proceedings of the 14th Italian Symposium on Advanced Databases Systems.
, 2006. Detecting and repairing anomalous evolutions in noisy environments: Logic programming formalization and complexity results IFIP International Federation for Information Processing 217:41-50
, 2006. Distance-based detection and prediction of outliers IEEE Transactions on Knowledge and Data Engineering 18(2):145-160
, 2006. Clustering by exceptions Proceedings of the National Conference on Artificial Intelligence 1:312-317
, 2005. Condensed nearest neighbor data domain description Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3646 LNCS:12-23
, 2005. An approximate algorithm for top-k closest pairs join query in large high dimensional data Data and Knowledge Engineering 53(3):263-281
, 2005. Detection and prediction of distance-based outliers Proceedings of the ACM Symposium on Applied Computing 1:537-542
, 2005. Approximate k-Closest-Pairs in large high-dimensional data sets Journal of Mathematical Modelling and Algorithms 4(2):149-179
, 2005. Enumerating consistent metaquery instantiations AI Communications 18(2):117-141
, 2005. Gene expression biclustering using random walk strategies Lecture Notes in Computer Science 3589:509-519
, 2005. Outlier mining in large high-dimensional data sets IEEE Transactions on Knowledge and Data Engineering 17(2):203-215
, 2005. Fast condensed nearest neighbor rule ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning.
, 2004. DESCRY: A density based clustering algorithm for very large data sets Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3177:203-210
, 2004. An algorithm for the nonlinear eigenvalue problem with application to the computation of the interior resonances of EFIE IEEE Antennas and Propagation Society, AP-S International Symposium (Digest) 4:4068-4071
, 2004. Discovering anomalies in evidential knowledge by logic programming Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 3229:578-590
, 2004. Detecting outliers via logical theories and its data complexity Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3245:101-113
, 2004. Top-k closest pairs join query: An approximate algorithm for large high dimensional data Proceedings of the International Database Engineering and Applications Symposium, IDEAS.
, 2004. On the complexity of inducing categorical and quantitative association rules Theoretical Computer Science 314(1-2):217-249
, 2004. Improving prediction of distance-based outliers Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3245:89-100
, 2003. Computational properties of metaquerying problems ACM Transactions on Computational Logic 4(2):149-180
, 2003. Outlier detection using default logic CEUR Workshop Proceedings 78:3-14
, 2002. An integrated data mining and data presentation tool Management Information Systems 6:907-916
, 2002. Approximate Îș-Closest-Pairs with space filling curves Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2454 LNCS:124-134
, 2002. Fast outlier detection in high dimensional spaces Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2431 LNAI:15-27
, 2000. Computational properties of metaquerying problems Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems.
, 1997. GPR system: An architecture for integrating active and deductive rules on complex database objects Theory and Practice of Object Systems 3(4):285-301
Publication list retrieved from ORCiD using ImpactPubs
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